conftrace_

prototypical network

112 papers

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Also known as

PROTONET PN

Co-occurring keywords

few-shot learning (3398) metric learning (1190) named entity recognition (2813) text classification (6793) contrastive learning (4032) representation learning (6206) attention mechanism (4001) relation classification (180) intent classification (372) intent detection (190)

Papers

Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022
Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection EMNLP 2022
Prototypical VoteNet for Few-Shot 3D Point Cloud Object Detection NIPS 2022
A Closer Look at Prototype Classifier for Few-shot Image Classification NIPS 2022
Attentional Meta-learners for Few-shot Polythetic Classification ICML 2022
Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022
Proto2Proto: Can You Recognize the Car, the Way I Do? CVPR 2022
Few-Shot Learning With Noisy Labels CVPR 2022
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text AACL 2022
Multimodal Prototypical Networks for Few-Shot Learning WACV 2021
Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification IJCNLP 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ICCV 2021
Continual Few-Shot Learning for Text Classification EMNLP 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021
Multi-Label Few-Shot Learning for Aspect Category Detection ACL 2021
On the cross-lingual transferability of multilingual prototypical models across NLU tasks ACL 2021
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories ACL 2021
A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples INTERSPEECH 2021
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021
On Episodes, Prototypical Networks, and Few-Shot Learning NIPS 2021
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks EMNLP 2021
Semantic Transportation Prototypical Network for Few-Shot Intent Detection INTERSPEECH 2021